[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/115133.html
   My bibliography  Save this paper

Epidemic exposure, financial technology, and the digital divide

Author

Listed:
  • Saka, Orkun
  • Eichengreen, Barry
  • Aksoy, Cevat
Abstract
We ask whether epidemic exposure leads to a shift in financial technology usage and who participates in this shift. We exploit a dataset combining Gallup World Polls and Global Findex surveys for some 250,000 individuals in 140 countries, merging them with information on the incidence of epidemics and local 3G internet infrastructure. Epidemic exposure is associated with an increase in remote-access (online/mobile) banking and substitution from bank branch-based to ATM activity. The temporary nature of the effects we identify is more consistent with a demand channel rather than that of supply with high initial fixed costs. Exploring heterogeneity using a machine-learning driven approach, we find that young, high-income earners in full-time employment have the greatest tendency to shift to online/mobile transactions in response to epidemics. Baseline effects are larger for individuals with better ex ante 3G signal coverage, highlighting the role of the digital divide in adaption to new technologies necessitated by adverse external shocks.

Suggested Citation

  • Saka, Orkun & Eichengreen, Barry & Aksoy, Cevat, 2022. "Epidemic exposure, financial technology, and the digital divide," LSE Research Online Documents on Economics 115133, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:115133
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/115133/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. Michael Callen & Suresh de Mel & Craig McIntosh & Christopher Woodruff, 2019. "What Are the Headwaters of Formal Savings? Experimental Evidence from Sri Lanka," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2491-2529.
    3. Angelo D'Andrea & Nicola Limodio, 2019. "High-Speed Internet, Financial Technology and Banking in Africa," BAFFI CAREFIN Working Papers 19124, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    4. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    5. Lesley Chiou & Catherine Tucker, 2020. "Social Distancing, Internet Access and Inequality," NBER Working Papers 26982, National Bureau of Economic Research, Inc.
    6. Callen, Michael & De Mel, Suresh & McIntosh, Craig & Woodruff, Christopher, 2019. "What are the headwaters of formal savings? Experimental evidence from Sri Lanka," LSE Research Online Documents on Economics 103022, London School of Economics and Political Science, LSE Library.
    7. Michael Callen & Suresh De Mel & Craig McIntosh & Christopher Woodruff, 2014. "What are the Headwaters of Formal Savings? Experimental Evidence from Sri Lanka," NBER Working Papers 20736, National Bureau of Economic Research, Inc.
    8. Karthik Muralidharan & Paul Niehaus & Sandip Sukhtankar, 2016. "Building State Capacity: Evidence from Biometric Smartcards in India," American Economic Review, American Economic Association, vol. 106(10), pages 2895-2929, October.
    9. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    10. Alberto Alesina & Paola Giuliano & Nathan Nunn, 2011. "Fertility and the Plough," American Economic Review, American Economic Association, vol. 101(3), pages 499-503, May.
    11. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    12. Leora Klapper, 2023. "How digital payments can benefit entrepreneurs," IZA World of Labor, Institute of Labor Economics (IZA), pages 396-396, April.
    13. Jean N. Lee & Jonathan Morduch & Saravana Ravindran & Abu Shonchoy & Hassan Zaman, 2021. "Poverty and Migration in the Digital Age: Experimental Evidence on Mobile Banking in Bangladesh," American Economic Journal: Applied Economics, American Economic Association, vol. 13(1), pages 38-71, January.
    14. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    15. Qing Guo & Siyu Chen & Xiangquan Zeng, 2021. "Does Fintech Narrow the Gender Wage Gap? Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(4), pages 142-166, July.
    16. Erel, Isil & Liebersohn, Jack, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," Working Paper Series 2020-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    17. Jasper Grashuis & Theodoros Skevas & Michelle S. Segovia, 2020. "Grocery Shopping Preferences during the COVID-19 Pandemic," Sustainability, MDPI, vol. 12(13), pages 1-10, July.
    18. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    19. Fu, Jonathan & Mishra, Mrinal, 2022. "Fintech in the time of COVID−19: Technological adoption during crises," Journal of Financial Intermediation, Elsevier, vol. 50(C).
    20. Isil Erel & Jack Liebersohn, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," NBER Working Papers 27659, National Bureau of Economic Research, Inc.
    21. Leora Friedberg, 2003. "The Impact of Technological Change on Older Workers: Evidence from Data on Computer Use," ILR Review, Cornell University, ILR School, vol. 56(3), pages 511-529, April.
    22. Emily Breza & Martin Kanz & Leora F. Klapper, 2020. "Learning to Navigate a New Financial Technology: Evidence from Payroll Accounts," NBER Working Papers 28249, National Bureau of Economic Research, Inc.
    23. Chen, S. & Doerr, S. & Frost, J. & Gambacorta, L. & Shin, H.S., 2023. "The fintech gender gap," Journal of Financial Intermediation, Elsevier, vol. 54(C).
    24. Nicholas Bloom & Steven J. Davis & Yulia Zhestkova, 2021. "COVID-19 Shifted Patent Applications toward Technologies That Support Working from Home," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 263-266, May.
    25. De Marco, Filippo & Core, Fabrizio, 2021. "Information Technology and Credit: Evidence from Public Guarantees," CEPR Discussion Papers 15799, C.E.P.R. Discussion Papers.
    26. Ozgur Dedehayir & Roland J. Ortt & Carla Riverola & Francesc Miralles, 2017. "Innovators And Early Adopters In The Diffusion Of Innovations: A Literature Review," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-27, December.
    27. Pierre Bachas & Paul Gertler & Sean Higgins & Enrique Seira, 2018. "Digital Financial Services Go a Long Way: Transaction Costs and Financial Inclusion," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 444-448, May.
    28. Jenny C. Aker & Rachid Boumnijel & Amanda McClelland & Niall Tierney, 2016. "Payment Mechanisms and Antipoverty Programs: Evidence from a Mobile Money Cash Transfer Experiment in Niger," Economic Development and Cultural Change, University of Chicago Press, vol. 65(1), pages 1-37.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lucas A. Mariani & Jose Renato Haas Ornelas & Bernardo Ricca, 2023. "Banks’ Physical Footprint and Financial Technology Adoption," Working Papers Series 576, Central Bank of Brazil, Research Department.
    2. Jan Krzysztof Solarz & Krzysztof Waliszewski, 2022. "Pandemia COVID‑19 z perspektywy finansów – przenikanie się świata realnego i wirtualnego," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 213-234.
    3. Ablam Estel Apeti & Jean-Louis Combes & Eyah Denise Edoh, 2023. "Entrepreneurship in developing countries: can mobile money play a role?," Working Papers hal-04081304, HAL.
    4. Mariani, Lucas A. & Haas Ornelas, José Renato & Ricca, Bernardo, 2023. "Banks’ Physical Footprint and Financial Technology Adoption," IDB Publications (Working Papers) 12812, Inter-American Development Bank.
    5. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
    6. Raphael Auer & Giulio Cornelli & Jon Frost, 2022. "The pandemic, cash and retail payment behaviour: insights from the future of payments database," BIS Working Papers 1055, Bank for International Settlements.
    7. Ablam Estel Apeti & Kwamivi Mawuli Gomado, 2024. "International monetary fund conditionality and structural reforms: Evidence from developing countries," Post-Print hal-04723871, HAL.
    8. Apeti, Ablam Estel & Bambe, Bao-We-Wal & Combes, Jean-Louis & Edoh, Eyah Denise, 2024. "Original sin: Fiscal rules and government debt in foreign currency in developing countries," Journal of Macroeconomics, Elsevier, vol. 80(C).
    9. Carbó-Valverde, Santiago & Cuadros-Solas, Pedro J. & Rodríguez-Fernández, Francisco & Sánchez-Béjar, José Juan, 2023. "Mobility restrictions and payment choices: The case of the Covid-19 pandemic," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Orkun Saka & Barry Eichengreen & Cevat Giray Aksoy, 2022. "Epidemic Exposure, Financial Technology, and the Digital Divide," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(7), pages 1913-1940, October.
    2. repec:zbw:bofitp:2021_013 is not listed on IDEAS
    3. Orkun Saka & Barry Eichengreen & Cevat Giray Aksoy, 2021. "Epidemic Exposure, Fintech Adoption, and the Digital Divide," NBER Working Papers 29006, National Bureau of Economic Research, Inc.
    4. Catia Batista & Pedro C. Vicente, 2018. "Is mobile money changing rural Africa? Evidence from a field experiment," NOVAFRICA Working Paper Series wp1805, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    5. Pierre Bachas & Paul Gertler & Sean Higgins & Enrique Seira, 2021. "How Debit Cards Enable the Poor to Save More," Journal of Finance, American Finance Association, vol. 76(4), pages 1913-1957, August.
    6. Lucas A. Mariani & Jose Renato Haas Ornelas & Bernardo Ricca, 2023. "Banks’ Physical Footprint and Financial Technology Adoption," Working Papers Series 576, Central Bank of Brazil, Research Department.
    7. Singh, Nirvikar, 2018. "Financial Inclusion: Concepts, Issues and Policies for India," MPRA Paper 91047, University Library of Munich, Germany.
    8. Joshua Blumenstock & Michael Callen & Tarek Ghani, 2018. "Why Do Defaults Affect Behavior? Experimental Evidence from Afghanistan," American Economic Review, American Economic Association, vol. 108(10), pages 2868-2901, October.
    9. Mariani, Lucas A. & Haas Ornelas, José Renato & Ricca, Bernardo, 2023. "Banks’ Physical Footprint and Financial Technology Adoption," IDB Publications (Working Papers) 12812, Inter-American Development Bank.
    10. Erica Field & Rohini Pande & Natalia Rigol & Simone Schaner & Charity Troyer Moore, 2021. "On Her Own Account: How Strengthening Women's Financial Control Impacts Labor Supply and Gender Norms," American Economic Review, American Economic Association, vol. 111(7), pages 2342-2375, July.
    11. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," World Development, Elsevier, vol. 111(C), pages 84-96.
    12. Pascaline Dupas & Anthony Keats & Jonathan Robinson, 2019. "The Effect of Savings Accounts on Interpersonal Financial Relationships: Evidence from a Field Experiment in Rural Kenya," The Economic Journal, Royal Economic Society, vol. 129(617), pages 273-310.
    13. Tobias Berg & Andreas Fuster & Manju Puri, 2022. "FinTech Lending," Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 187-207, November.
    14. Naito, Hisahiro & Yamamoto, Shinnosuke, 2022. "Is better access to mobile networks associated with increased mobile money adoption? Evidence from the micro-data of six developing countries," Telecommunications Policy, Elsevier, vol. 46(6).
    15. Hisahiro Naito & Shinnosuke Yamamoto, 2022. "Is Better Access to Mobile Networks Associated with Increased Mobile Money Adoption? Evidence from the Micro-data of Six Developing Countries," Tsukuba Economics Working Papers 2022-001, Faculty of Humanities and Social Sciences, University of Tsukuba.
    16. Apeti, Ablam Estel, 2023. "Household welfare in the digital age: Assessing the effect of mobile money on household consumption volatility in developing countries," World Development, Elsevier, vol. 161(C).
    17. Galdo, Jose C., 2021. "Using Bank Savings Product Design for Empowering Women and Agricultural Development," IZA Discussion Papers 14523, Institute of Labor Economics (IZA).
    18. Shilpa Aggarwal & Valentina Brailovskaya & Jonathan Robinson, 2023. "Saving for Multiple Financial Needs: Evidence from Lockboxes and Mobile Money in Malawi," The Review of Economics and Statistics, MIT Press, vol. 105(4), pages 833-851, July.
    19. Ablam Estel Apeti, 2022. "Household welfare in the digital age: Assessing the effect of mobile money on household consumption volatility in developing countries," Post-Print hal-03819779, HAL.
    20. Giné, Xavier & Goldberg, Jessica, 2023. "Experience in financial decision-making: Field evidence from Malawi," Journal of Development Economics, Elsevier, vol. 161(C).
    21. Lashitew, Addisu A. & van Tulder, Rob & Liasse, Yann, 2019. "Mobile phones for financial inclusion: What explains the diffusion of mobile money innovations?," Research Policy, Elsevier, vol. 48(5), pages 1201-1215.

    More about this item

    Keywords

    epidemics; fintech; banking; Leverhulme Small Research Grant scheme (SRG21211248);
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ehl:lserod:115133. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.